Consistency distillation reduces memorization in diffusion models by suppressing unstable feature directions associated with memorization while preserving stable generalizable modes.
Memorization to generalization: Emergence of diffusion models from associative memory networks
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
On the Memorization of Consistency Distillation for Diffusion Models
Consistency distillation reduces memorization in diffusion models by suppressing unstable feature directions associated with memorization while preserving stable generalizable modes.